Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: TMEM100

Gene summary for TMEM100

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM100

Gene ID

55273

Gene nametransmembrane protein 100
Gene AliasTMEM100
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q9NV29


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
55273TMEM100male-WTAHumanThyroidPTC4.82e-026.71e-020.1037
55273TMEM100female-WTAHumanThyroidPTC4.92e-032.57e-010.0726
55273TMEM100PTC01HumanThyroidPTC5.96e-082.75e-010.1899
55273TMEM100PTC04HumanThyroidPTC2.74e-063.12e-010.1927
55273TMEM100PTC06HumanThyroidPTC5.27e-248.78e-010.2057
55273TMEM100PTC07HumanThyroidPTC1.68e-153.85e-010.2044
55273TMEM100ATC13HumanThyroidATC8.28e-204.83e-010.34
55273TMEM100ATC5HumanThyroidATC1.21e-245.23e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
GO:000717819ThyroidPTCtransmembrane receptor protein serine/threonine kinase signaling pathway156/5968355/187231.02e-061.51e-05156
GO:000183715ThyroidPTCepithelial to mesenchymal transition76/5968157/187231.10e-051.21e-0476
GO:0003158111ThyroidPTCendothelium development62/5968136/187235.45e-043.48e-0362
GO:004544619ThyroidPTCendothelial cell differentiation55/5968118/187235.64e-043.59e-0355
GO:004876215ThyroidPTCmesenchymal cell differentiation99/5968236/187236.72e-044.22e-0399
GO:00434918ThyroidPTCprotein kinase B signaling88/5968211/187231.59e-038.81e-0388
GO:0060317ThyroidPTCcardiac epithelial to mesenchymal transition18/596832/187233.72e-031.79e-0218
GO:00072199ThyroidPTCNotch signaling pathway70/5968172/187238.82e-033.67e-0270
GO:000157011ThyroidPTCvasculogenesis36/596880/187239.35e-033.85e-0236
GO:006048514ThyroidPTCmesenchyme development112/5968291/187239.48e-033.90e-02112
GO:000170126ThyroidATCin utero embryonic development183/6293367/187236.62e-112.11e-09183
GO:000717823ThyroidATCtransmembrane receptor protein serine/threonine kinase signaling pathway170/6293355/187231.40e-082.87e-07170
GO:000183722ThyroidATCepithelial to mesenchymal transition87/6293157/187231.50e-083.06e-0787
GO:004876221ThyroidATCmesenchymal cell differentiation116/6293236/187235.08e-077.30e-06116
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:00603171ThyroidATCcardiac epithelial to mesenchymal transition22/629332/187235.14e-053.99e-0422
GO:00030075ThyroidATCheart morphogenesis110/6293246/187231.76e-041.20e-03110
GO:000315825ThyroidATCendothelium development66/6293136/187232.16e-041.42e-0366
GO:0072132ThyroidATCmesenchyme morphogenesis30/629352/187233.08e-041.94e-0330
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
TMEM100SNVMissense_Mutationc.265N>Ap.Gly89Serp.G89SQ9NV29protein_codingtolerated(0.2)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM100SNVMissense_Mutationc.208G>Ap.Val70Metp.V70MQ9NV29protein_codingdeleterious(0.01)probably_damaging(0.947)TCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMEM100insertionFrame_Shift_Insnovelc.296dupTp.Leu99PhefsTer91p.L99Ffs*91Q9NV29protein_codingTCGA-BH-A1FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TMEM100SNVMissense_Mutationc.84A>Cp.Glu28Aspp.E28DQ9NV29protein_codingtolerated(0.58)benign(0.003)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
TMEM100deletionFrame_Shift_Delc.296delNp.Leu99TyrfsTer2p.L99Yfs*2Q9NV29protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM100SNVMissense_Mutationc.245N>Tp.Gly82Valp.G82VQ9NV29protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TMEM100SNVMissense_Mutationc.284N>Ap.Ser95Tyrp.S95YQ9NV29protein_codingtolerated(0.68)benign(0.107)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TMEM100SNVMissense_Mutationc.152N>Ap.Leu51Hisp.L51HQ9NV29protein_codingtolerated(0.23)probably_damaging(0.999)TCGA-CM-5348-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TMEM100SNVMissense_Mutationnovelc.353N>Tp.Arg118Ilep.R118IQ9NV29protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM100deletionFrame_Shift_Delc.296delNp.Leu99TyrfsTer2p.L99Yfs*2Q9NV29protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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